Researchers have developed a real-time process monitoring and automated control system for 3D printing of thermosets, promising enhanced material properties and production speed.
This approach focuses on direct ink write (DIW) printing of frontally polymerizing thermosets, overcoming challenges related to polymerization onset and shrinkage.
By leveraging frontal polymerization, the method ensures precise control over material properties and print fidelity, optimizing the curing kinetics during printing.
The system integrates advanced sensors for real-time detection of critical parameters, enabling immediate adjustments in printing parameters.
A closed-loop control architecture dynamically modulates extrusion rates, ink temperature, and stage movement speed for optimized polymerization front velocities and profiles.
The adaptable control mechanism can calibrate process parameters for various thermoset inks, ensuring consistency across different materials and enhancing reproducibility.
The technology provides insights into reaction mechanisms, allowing for precision engineering of thermoset microstructures and improved mechanical properties.
Real-time monitoring reduces scrap rates, cuts costs, and accelerates time to market, while automated control lowers reliance on operator expertise, democratizing access to advanced 3D printing.
The integration of sensing and control aligns with smart manufacturing principles, promoting adaptive, data-driven additive manufacturing ecosystems.
Despite challenges, the methodology shows promise for future enhancements, potentially extending to other ink systems and multi-material printing techniques.